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Search options not deleted created 2009-01-01 - 2018-01-01
5 votes

How is the physical meaning of an irreducible representation justified?

Edit: OK, I think I figured out what she (Singer) is saying and what QY is asking. The restriction of physically real states to invariant subspaces is, as she points out, necessary such that all obs …
LSpice's user avatar
  • 12.9k
51 votes
10 answers
10k views

How is the physical meaning of an irreducible representation justified?

This is maybe not an entirely mathematical question, but consider it a pedagogical question about representation theory if you want to avoid physics-y questions on MO. I've been reading Singer's Li …
2 votes

How is the physical meaning of an irreducible representation justified?

First, a bit of background. Consider a Hamiltonian $H$ on a finite-dimensional Hilbert space $\mathcal{H}$. Suppose that $H$ is gauge invariant, i.e. $G^{-1}HG = H$ for all $G$ belonging to a unitary …
LSpice's user avatar
  • 12.9k
59 votes
4 answers
15k views

Group theory in machine learning

I'm a Machine Learning researcher who would like to research applications of group theory in ML. There is a term "Partially Observed Groups" in machine learning theory which has been popularized by re …
2 votes

How is the physical meaning of an irreducible representation justified?

I'll go against my better judgment and give an answer. I'll leave you with the caveat that my understanding of this area is very superficial, so there might be mistakes in what follows. The first piec …
Martin Sleziak's user avatar
1 vote

How is the physical meaning of an irreducible representation justified?

Physics is usually performed by means of Hamiltonian or Feynman Path Integral approach. Then, for steady state (time independent, when energy is conserved by Noether theorem), the symmetry of the sys …
Martin Sleziak's user avatar
0 votes

How is the physical meaning of an irreducible representation justified?

You can use group representation theory to reduce the dimensions of the problem. And you can explain energy degeneracies. That's all!
Martin Sleziak's user avatar
14 votes

How is the physical meaning of an irreducible representation justified?

I suppose an answer to your question, as simple as possible is this: You would probably be happier if not an irreducible representation, but rather a single function was declared the object of intere …
Martin Sleziak's user avatar
34 votes
3 answers
2k views

Intrinsic significance of differential entropy

Many commentators (e.g. Jaynes, Rota) argue that the notion of "differential entropy" is problematic (as commonly defined by $ h(X) = \int ( \log\frac{1}{p(x)} ) p(x) \, dx $, where $X$ is a random va …
10 votes

Intrinsic significance of differential entropy

I would rather look at this from the opposite end. The key difference between the discrete and continuous cases is that in the discrete case there is a canonical reference measure, namely the counting …
R W's user avatar
  • 17k
201 votes
67 answers
47k views

Examples of eventual counterexamples

Define an "eventual counterexample" to be $P(a) = T $ for $a < n$ $P(n) = F$ $n$ is sufficiently large for $P(a) = T\ \ \forall a \in \mathbb{N}$ to be a 'reasonable' conjecture to make. where 'r …
20 votes
3 answers
1k views

How can I randomly draw an ensemble of unit vectors that sum to zero?

Inspired by this question, I would like to determine the probability that a random knot of 6 unit sticks is a trefoil. This naturally leads to the following question: Is there a way to sample unifor …
10 votes
1 answer
602 views

Is it possible to average a riemannian metric over an action and preserve curvature bounds?

Let $M$ be a finite dimensional smooth manifold endowed with a riemannian metric $g$ and a smooth action $\mu$ by a compact Lie group $G$. Averaging $g$ over $G$ defines a new metric $$g'(X,Y)=\int_Gg …
14 votes
1 answer
1k views

Berry Esseen type result for probability density functions

Let $X_1, X_2, \cdots$ be i.i.d. random variables with $E(X_1) = 0, E(X_1^2) = \sigma^2 >0, E(|X_1|^3) = \rho < \infty$. Let $Y_n = \frac{1}{n} \sum_{i=1}^n X_i$ and let us note $F_n$ (resp. $\Phi$) t …
71 votes
10 answers
20k views

Relating category theory to programming language theory

I'm wondering what the relation of category theory to programming language theory is. I've been reading some books on category theory and topos theory, but if someone happens to know what the connect …

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